ALEXANDRIA, Va., April 21 -- United States Patent no. 12,608,415, issued on April 21, was assigned to Adeia Guides Inc. (San Jose, Calif.).

"Methods and systems for personalized screen content optimization" was invented by Kyle Miller (Durham, N.C.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and associated methods are described for providing content recommendations. The system selects, using a multi-armed bandit solution model, a first plurality of content categories based on a reward score of each content category. The categories are displayed. When a user selects an item from the displayed categories, the system finds all categories that include the selected item, but rewards only the category w...